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add new post on launch of video course
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‎content/pages/03-data/18-data-visualization.markdown‎

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easier for humans to see patterns, trends and other useful information.
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### Python data visualization tools
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* [Bokeh](https://bokeh.pydata.org/en/latest/)
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* [HoloViews](http://holoviews.org/)
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* [Matplotlib](https://matplotlib.org/)
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* [Chartify](https://labs.spotify.com/2018/11/15/introducing-chartify-easier-chart-creation-in-python-for-data-scientists/)
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([source code](https://github.com/spotify/chartify/))
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### Python-specific data viz resources
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* [Python Data Visualization 2018: Why So Many Libraries?](https://www.anaconda.com/blog/developer-blog/python-data-visualization-2018-why-so-many-libraries/)
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is an in-depth article on the Python data visualization tools landscape.
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A must-read whether you are new to the space or have been using one or
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more of these libraries for awhile.
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* The [Python Graph Gallery](https://python-graph-gallery.com/) has a slew
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of visualizations created with Python and includes the code used to
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produced each one.
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[Altair](https://altair-viz.github.io/) visualization tool written in
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Python.
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* [An introduction to Altair](http://vallandingham.me/altair_intro.html)
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provides another wonderful tutorial on this data visualization tool.
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* [A Dramatic Tour through Python’s Data Visualization Landscape](https://dsaber.com/2016/10/02/a-dramatic-tour-through-pythons-data-visualization-landscape-including-ggplot-and-altair/)
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provides examples with the ggplot and Altair libraries. The
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question-and-answer format for what you can do with the data is a really
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[pandas](/pandas.html)-structured data using
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[pdvega](https://github.com/altair-viz/pdvega).
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* [Sorting Algorithms Visualized in Python](https://www.makeartwithpython.com/blog/visualizing-sort-algorithms-in-python/)
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uses Python, numpy and scikit-image to animate how sorting algorithms
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work.
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### Beautiful example visualizations
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Sometimes you need inspiration from other sources to figure out what
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creative ways to view data for sports such as basketball, baseball and
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hockey.
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* [What do numbers look like?](https://johnhw.github.io/umap_primes/index.md.html)
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is a Python 3 dimensional visualization of millions of integers, colored
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by special factors such as prime and Fibonacci numbers.
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* [Bay Area Housing Marketing Analysis: Part 1](https://blog.checkyo.tech/2018/08/06/bay-area-housing-market-analysis/)
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and
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[Part 2](https://blog.checkyo.tech/2018/08/15/bay-area-housing-market-analysis-part-2/)

‎content/pages/03-data/19-bokeh.markdown‎

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goes into the ideation, data wrangling and analysis phases that came
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before using Bokeh to show the results.
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* [Visualizing with Bokeh](https://programminghistorian.org/en/lessons/visualizing-with-bokeh)
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gives a detailed explanation with the code for number Bokeh visuals
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you can output while working with a [pandas](/pandas.html) data set.
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* [Interactive Data Visualization in Python With Bokeh](https://realpython.com/python-data-visualization-bokeh/)
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is a great beginners tutorial that shows you how to structure your data,
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draw your first figures and add interactivity to the visualizations.

‎content/posts/190111-intro-ansible.markdown‎

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title: Introduction to Ansible video course released!
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slug: introduction-ansible-videos-released
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meta: Take a look at the just-launched Introduction to Ansible video courses on Talk Python's training site.
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category: post
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date: 2019-01-13
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modified: 2019-01-13
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newsletter: True
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headerimage: /img/visuals/email-post-header.jpg
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headeralt: Python programming language and Full Stack Python logos.
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Check out the just-launched video course,
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[Introduction to Ansible](https://training.talkpython.fm/courses/explore_ansible/introduction-to-ansible-with-python)
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on
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[Talk Python Training](https://training.talkpython.fm/). This is the
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perfect course for you if you want to
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learn to configure servers and deploy web apps with the
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[Ansible configuration management tool](https://github.com/ansible/ansible).
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<a href="https://training.talkpython.fm/courses/explore_ansible/introduction-to-ansible-with-python"><img src="/img/logos/intro-to-ansible.jpg" class="shot outl rnd" width="100%"></a>
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My approach in this course is in less than 3 hours to teach you the core
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concepts then get a ton of hands-on time creating Ansible Playbooks and
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learning modules for practical applications. I also show you the errors
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I frequently run into when using Ansible and how to fix them rather than
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only showing the happy path.
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Now that this course has been published I'll be turning my attention back
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to the Full Stack Python Guide to Deployments book update that uses
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the latest version of Ansible, Python 3 and Ubuntu 18.04 LTS. More news
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about the update coming as soon as possible. In addition, the Ansible
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course pairs very well with the deployments book as they use the same
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tools but give a different angle on how to learn and use them.
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Got questions or comments about 
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[Full Stack Python](https://www.fullstackpython.com/)? Send me an email or 
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[submit an issue ticket on GitHub](https://github.com/mattmakai/fullstackpython.com/issues) 
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to let me know how to improve the site as I continue to fill in the
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[table of contents](https://www.fullstackpython.com/table-of-contents.html) 
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with [new pages](https://www.fullstackpython.com/change-log.html) and 
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[new tutorials](https://www.fullstackpython.com/blog.html).

‎static/img/logos/intro-to-ansible.jpg‎

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‎theme/templates/article.html‎

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{% block lower_banner %}
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<div style="margin: 0 0 12px;background-color: #22B24C;">
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<div class="cn">
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<p class="banner sns">
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<a href="https://training.talkpython.fm/courses/explore_ansible/introduction-to-ansible-with-python" style="color: #fff">Learn to deploy and configure servers with Ansible in my latest video course</a>!
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</p>
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</div>
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</div>
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{% endblock %}

‎theme/templates/banner.html‎

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<div style="margin: 0 0 12px;background-color: #22B24C;">
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<div class="cn">
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<p class="banner sns">
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<a href="https://training.talkpython.fm/courses/explore_ansible/introduction-to-ansible-with-python" style="color: #fff">Learn to deploy and configure servers with Ansible in my latest video course</a>!
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</p>
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</div>
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</div>
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{% if false %}
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{% if page and (page.slug == 'development-environments' or page.slug == 'best-python-videos' or page.slug == 'learning-programming' or page.slug == 'web-development' or page.slug == 'why-use-python' or page.slug == 'javascript' or page.slug == 'cascading-style-sheets' or page.slug == 'python-2-or-3' or page.slug == 'introduction' or page.slug == 'best-python-podcasts') %}
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<div style="margin: 0 0 12px;background-color: #22B24C;">
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<div class="cn">
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{% endif %}
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{% endif %}

‎theme/templates/blog/introduction-ansible-videos-released.html‎

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<a href="/python-2-or-3.html" class="lgi">Python 2 or 3?</a>
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<a href="/operating-systems.html" class="lgi">Operating Systems</a>
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<a href="/ubuntu.html" class="lgi">Ubuntu</a>
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<a href="/wsgi-servers.html" class="lgi">WSGI Servers</a>
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<a href="/green-unicorn-gunicorn.html" class="lgi">Green Unicorn (Gunicorn)</a>
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<a href="/web-frameworks.html" class="lgi">Web Frameworks</a>
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<a href="/flask.html" class="lgi">Flask</a>

theme/templates/fsp-guide-advert.html renamed to theme/templates/books-videos/fsp-guide-advert.html

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‎theme/templates/books-videos/intro-ansible.html‎

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<div class="pn">
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<div class="pnh"><h3><a href="https://training.talkpython.fm/courses/explore_ansible/introduction-to-ansible-with-python">Learn Ansible</a></h3></div>
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<div class="pnb">
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<a href="https://training.talkpython.fm/courses/explore_ansible/introduction-to-ansible-with-python"><img src="/img/logos/intro-to-ansible.jpg" alt="Introduction to Ansible video course logo." class="shot rnd outl" width="100%"></a>
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<p style="font-size: .8em; margin-top: 10px;">Learn the <a href="https://training.talkpython.fm/courses/explore_ansible/introduction-to-ansible-with-python">Ansible configuration management tool</a> in my latest video course.</p>
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</div>
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</div>

‎theme/templates/index-sidebar.html‎

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<div class="pnh"><h3>{% for p in pages|sort(attribute='sortorder') %}{% if page and p.slug == page.slug %}{{ p.title }}{% endif %}{% endfor %}{% if not page %}Full Stack Python{% endif %}</h3></div>
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<div class="pnb">
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<a href="/">Full Stack Python</a> is an <a href="https://github.com/mattmakai/fullstackpython.com">open book</a> that explains
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concepts in plain language and provides great resources
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<a href="/table-of-contents.html">on all topics</a>.
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concepts in plain language.
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<hr>
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<a href="https://training.talkpython.fm/courses/explore_ansible/introduction-to-ansible-with-python"><img src="/img/logos/intro-to-ansible.jpg" alt="Introduction to Ansible video course logo." class="shot rnd outl" width="100%"></a>
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<p style="font-size: .8em; margin-top: 10px;">Learn <a href="https://training.talkpython.fm/courses/explore_ansible/introduction-to-ansible-with-python">Ansible</a> in my new course.</p>
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</div>
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</div>
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{% include "sponsor/dual-premium.html" %}
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{% include "sponsor.html" %}
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</div>

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